利用MaxEnt模型和CIMP6数据预测我国构树潜在适生区

IF 3 2区 环境科学与生态学 Q2 ECOLOGY Journal of Plant Ecology Pub Date : 2023-02-25 DOI:10.1093/jpe/rtad006
Meiquan Wang, Qingwei Guan
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引用次数: 2

摘要

构树是我国重要的乡土树种,适应性强,分布广,具有重要的经济价值。气候变化被认为是对生态过程和全球生物多样性的主要威胁。预测未来气候变化情景下纸叶枯的潜在地理分布,将为中国生态修复提供科学依据。采用主成分分析(PCA)和皮尔逊相关分析对环境变量进行选择。利用最大熵(MaxEnt)模型和CIMP6数据集预测了2041年至2060年纸叶枯病潜在适宜面积的分布和变化。目前papyrifera的高适生区主要分布在广东省(5.60×104km2)、广西省(4.39×104km2)、台湾省(2.54×104km 2)和海南省(2.17×104km)。最冷地区的平均气温(11.54-27.11℃)、最干燥地区的平均降水量(51.48-818.40 mm)和最潮湿地区的平均降雨量(665.51-2302.60 mm)是限制纸叶枯病适宜面积的主要因素。在SSP5-8.5情景中,高适生面积和总适生面积的多模态平均值分别为111.42×104km2和349.11×104km2,而在SSP1-2.6情景中分别为87.50×104km2、328.29×104km2。在未来的情景中,所获得的适合构树生长的区域将扩展到中国西部和北部。多模型平均结果表明,在SSP1-2.6和SSP5-8.5情景下,排除农田范围内的适宜面积时,潜在可用种植面积分别为212.66×104km2和229.32×104km2。
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Prediction of potential suitable areas for Broussonetia papyrifera in China using the MaxEnt model and CIMP6 data
Broussonetia papyrifera is an important native tree species in China with strong adaptability, wide distribution, and economic importance. Climate change is considered as the main threat to ecological processes and global biodiversity. Predicting the potential geographical distribution of B. papyrifera in future climate change scenarios will provide a scientific basis for ecological restoration in China. Principal component analysis (PCA) and Pearson correlation analysis were conducted to select the environmental variables. The distribution and changes in the potential suitable area for B. papyrifera were predicted using the maximum entropy (MaxEnt) model and the CIMP6 dataset from 2041 to 2060. The current highly suitable areas for B. papyrifera were mainly located in Guangdong (5.60×10 4 km 2), Guangxi (4.39×10 4 km 2), Taiwan (2.54×10 4 km 2), and Hainan (2.17×10 4 km 2) provinces. The mean temperature of the coldest quarter (11.54-27.11℃), precipitation of the driest quarter (51.48-818.40 mm), and precipitation of the wettest quarter (665.51-2302.60 mm) were the main factors limiting the suitable areas for B. papyrifera. The multi-modal average of the highly and the total suitable areas for B. papyrifera were 111.42×10 4 km 2 and 349.11×10 4 km 2 in the SSP5-8.5 scenario, while those in the SSP1-2.6 scenario were 87.50×10 4 km 2 and 328.29×10 4 km 2, respectively. The gained suitable areas for B. papyrifera will expand to the western and northern China in the future scenarios. The multi-model averaging results showed that the potential available planting area was 212.66×10 4 km 2 and 229.32×10 4 km 2 in the SSP1-2.6 and SSP5-8.5 scenarios, respectively, when the suitable area within the farmland range was excluded.
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来源期刊
Journal of Plant Ecology
Journal of Plant Ecology 生物-植物科学
CiteScore
4.60
自引率
18.50%
发文量
134
审稿时长
3 months
期刊介绍: Journal of Plant Ecology (JPE) serves as an important medium for ecologists to present research findings and discuss challenging issues in the broad field of plants and their interactions with biotic and abiotic environment. The JPE will cover all aspects of plant ecology, including plant ecophysiology, population ecology, community ecology, ecosystem ecology and landscape ecology as well as conservation ecology, evolutionary ecology, and theoretical ecology.
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